Concepedia

Climate Data Assimilation

Climate Data Assimilation is a computational framework that systematically integrates observational climate data with numerical model predictions to produce a temporally and spatially coherent estimate of the climate system state, distinguished by its ability to optimally combine heterogeneous data sources while minimizing uncertainties inherent in both observations and models.

236

Publications

53.7K

Citations

929

Authors

359

Institutions

Publications per year

2017–2026

78

Parents

Publications

236

The NCEP/NCAR 40-Year Reanalysis Project

Eugenia Kalnay, Masao Kanamitsu, Robert Kistler et al. · Bulletin of the American Meteorological Society · 1996 · 29.1K citations

, , +17

The Twentieth Century Reanalysis Project

Gilbert P. Compo, Jeffrey S. Whitaker, Prashant D. Sardeshmukh et al. · Quarterly Journal of the Royal Meteorological Society · 2011 · 3.7K citations · Full text

, , +17

North American Regional Reanalysis

Fedor Mesinger, Geoff DiMego, Eugenia Kalnay et al. · Bulletin of the American Meteorological Society · 2006 · 3.5K citations · Full text

, , +17

The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part I: Design Considerations and Formulation

Jean Côté, Sylvie Gravel, André Allan Méthot et al. · Monthly Weather Review · 1998 · 1.1K citations

, , +13

A vast machine: computer models, climate data, and the politics of global warming

Choice Reviews Online · 2010 · 1.1K citations

, , +17

1–5 of 236

Authors

929

  1. GJ
    Gregory J. Hakim

    University of Washington, United States

    13 publications · 685 citations

    13

    h-index

  2. SZ
    Shaoqing Zhang

    Ocean University of China, China

    11 publications · 711 citations

    10

    h-index

  3. JG
    J. G. Anderson

    NSF National Center for Atmospheric Research, United States

    7 publications · 389 citations

    7

    h-index

  4. HG
    Hugues Goosse

    UCLouvain, Belgium

    7 publications · 311 citations

    7

    h-index

  5. KR
    Kevin Raeder

    NSF National Center for Atmospheric Research, United States

    6 publications · 340 citations

    6

    h-index

1–5 of 929

Institutions

359

  1. European Centre for Medium-Range Weather Forecasts

    Reading, United Kingdom

    16 h-index

    59 publications

    8.6K citations

  2. NSF National Center for Atmospheric Research

    Boulder, United States

    15 h-index

    47 publications

    6.3K citations

  3. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    42 publications

    832 citations

  4. University of Washington

    Seattle, United States

    12 h-index

    30 publications

    2K citations

  5. Japan Agency for Marine-Earth Science and Technology

    Yokosuka, Japan

    11 h-index

    33 publications

    1.4K citations

  6. UCLouvain

    Louvain-la-Neuve, Belgium

    10 h-index

    21 publications

    1.4K citations

  7. Met Office

    Exeter, United Kingdom

    10 h-index

    16 publications

    6K citations

  8. University of Maryland, College Park

    College Park, United States

    9 h-index

    39 publications

    64.3K citations

1–8 of 359

Venues

  1. Monthly Weather Review

    22 publications · 3.5K citations

    18

    h-index

  2. Journal of Climate

    17 publications · 1.1K citations

    15

    h-index

  3. 14

    h-index

  4. Journal of Advances in Modeling Earth Systems

    JAMES · 12 publications · 735 citations

    12

    h-index

  5. Climate of the past

    11 publications · 620 citations

    11

    h-index

1–5